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M

Mercedes E. Paoletti

Universidad de Extremadura

34H-index
123Paper Count
6.1KCitation Count
Published Papers 56
Publication Date
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Fast Attention Network approach for traffic classification on next-generation networks
errMachine Learning with Applications
IF4.9
err2026-06-01
err0
errOAAI
errCalle-Cancho, Jesus; Jimenez, Luis Ignacio; Haut, Juan M.; Paoletti, Mercedes E.; Cortes-Polo, David
errShare
errSave
AI-driven meta-model for cybersecurity in next-generation networks using multilayer extreme learning machine
errArray
IF4.5
err2026-02-14
err0
errOAAI
errJesús Calle-Cancho; Jesús Galeano-Brajones; David Cortés-Polo; Mercedes E. Paoletti; Juan M. Haut
errShare
errSave
Transformer-Based Network for Enhanced Wireless Service Differentiation in 6G
errExpert Systems with Applications
IF7.5
err2025-11-14
err0
errOAAI
errDavid Cortés-Polo; Jesús Calle-Cancho; Mercedes E. Paoletti; Juan M. Haut
errShare
errSave
Cerebral ischemia detection using deep learning techniques
errHEALTH INFORMATION SCIENCE AND SYSTEMS
IF3.4
err2025-05-20
err0
errOAAI
errRafael Pastor-Vargas; Cristina Antón-Munárriz; Juan M. Haut; Antonio Robles-Gómez; Mercedes E. Paoletti; José Alberto Benítez-Andrades
errShare
errSave
PIDLF+: A Novel Adaptive PIDLF for Forestry Height Mapping Based on Single-Baseline PolInSAR Data
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errDandan Li; Hailiang Lu; Mercedes E. Paoletti; Juan M. Haut; Juntao Gu; Chao Li; Weipeng Jing
errShare
errSave
KACNet: Kolmogorov-Arnold Convolution Network for Hyperspectral Anomaly Detection
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errWu, Zhaoyue; Lu, Hailiang; Paoletti, Mercedes E.; Su, Hongjun; Jing, Weipeng; Haut, Juan M.
errShare
errSave
REDU-Net: Robust and Efficient Dynamic Unfolding Network for Abundance Estimation
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errGe, Youran; Han, Lirong; Paoletti, Mercedes E.; Haut, Juan M.; Qu, Gangrong; Plaza, Antonio
errShare
errSave
DenseMixerMamba: Residual Mixing for Spectral–Spatial Hyperspectral Image Classification
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
PREAI
errMercedes E. Paoletti; Zhaoyue Wu; Pan Zheng; Danfeng Hong; Juan M. Haut
errShare
errSave
Distributed Parallel Hyperspectral Unmixing for Large-Scale Data in Spark Environments via Geometric Distance
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
PREAI
errCarlos Cañada; Mercedes E. Paoletti; María B. García-Flores; Xuanwen Tao; Rafael Pastor-Vargas; Juan M. Haut
errShare
errSave
Federated learning meets remote sensing
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err0
errOAAI
errMoreno-Alvarez, Sergio; Paoletti, Mercedes E.; Sanchez-Fernandez, Andres J.; Rico-Gallego, Juan A.; Han, Lirong; Haut, Juan M.
errShare
errSave
Enhancing Distributed Neural Network Training Through Node-Based Communications
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-12-01
err1
errOAAI
errMoreno-Alvarez, Sergio; Paoletti, Mercedes E.; Cavallaro, Gabriele; Haut, Juan M.
errShare
errSave
Graph Convolutional Network With Relaxed Collaborative Representation for Hyperspectral Image Classification
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err0
PREAI
errZheng, Hengyi; Su, Hongjun; Wu, Zhaoyue; Paoletti, Mercedes E.; Du, Qian
errShare
errSave
Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err1
PREAI
errHan, Lirong; Paoletti, Mercedes E.; Moreno-Alvarez, Sergio; Haut, Juan M.; Pastor-Vargas, Rafael; Plaza, Antonio
errShare
errSave
Transformer-Enhanced CNN Based on Intensive Feature for Hyperspectral Unmixing
errieee geoscience and remote sensing magazine
IF4.4
err2024-01-01
err1
PREAI
errGe, Youran; Han, Lirong; Paoletti, Mercedes E.; Haut, Juan M.; Qu, Gangrong
errShare
errSave
SMCNet: Sparse-Inspired Masked Convolutional Network for Hyperspectral Anomaly Detection
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err0
PREAI
errWu, Zhaoyue; Paoletti, Mercedes E.; Su, Hongjun; Zheng, Pan; Zhang, Zhong; Haut, Juan M.; Plaza, Antonio
errShare
errSave
Hash-Based Remote Sensing Image Retrieval
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err4
PREAI
errHan, Lirong; Paoletti, Mercedes E.; Tao, Xuanwen; Wu, Zhaoyue; Haut, Juan M.; Li, Peng; Pastor-Vargas, R.; Plaza, Antonio
errShare
errSave
An Abundance-Guided Attention Network for Hyperspectral Unmixing
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err22
PREAI
errTao, Xuanwen; Paoletti, Mercedes E.; Wu, Zhaoyue; Haut, Juan M.; Ren, Peng; Plaza, Antonio
errShare
errSave
QCircularStats: A QGIS-Plugin for Evaluation Bidimensional Data by Circular Statistics
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errCuartero, Aurora; Paoletti, Mercedes E.; Garcia-Rodriguez, Pablo; Haut, Juan M.
errShare
errSave
Novel Spectral Loss Function for Unsupervised Hyperspectral Image Segmentation
errieee geoscience and remote sensing magazine
IF4.4
err2023-01-01
err5
PREAI
errPerez-Garcia, Ambar; Paoletti, Mercedes E.; Haut, Juan M.; Lopez, Jose F.
errShare
errSave
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2023-01-01
err7
PREAI
errPaoletti, Mercedes E.; Tao, Xuanwen; Han, Lirong; Wu, Zhaoyue; Moreno-Alvarez, Sergio; Roy, Swalpa Kumar; Plaza, Antonio; Haut, Juan M.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Jocelyn Chanussot
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A
Antonio Plaza
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Q
Qian Du
H-index: 101 · Papers: 944
L
Lorenzo Bruzzone
H-index: 100 · Papers: 1.0K
李
李树涛 (Shutao Li)
H-index: 87 · Papers: 559
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